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llm-ai
0

create-claude-skill

Create new Claude skills following Anthropic best practices. Use when building specialized agent capabilities, packaging procedural knowledge, or extending Claude's domain expertise.

asmith7013
asmith7013
data-ai
open
nosql-databases
0

qdrant-manager

Manage Qdrant Cloud collections, including vectorization of textbook chapters and metadata tagging for RAG retrieval. Agent: AIEngineer

FAIQahm
FAIQahm
databases
open
llm-ai
0

memory

AI agent long-term memory management skill (openmemory-py based). Store and retrieve conversation context, user preferences, and important information via semantic search. Note: Automatic context management is handled by the context-manager plugin. This skill is used when the agent **explicitly** manipulates memory. When to use: (1) When user requests memory save/retrieve → /memory add, /memory query (2) When agent determines additional context is needed → /memory query (3) When deleting unnecessary memories → /memory delete

ksm0709
ksm0709
data-ai
open
llm-ai
0

model-first-reasoning

Two-phase reasoning paradigm that reduces hallucinations and constraint violations in complex planning tasks. Use when tasks involve multi-step planning, constraint satisfaction, resource allocatio...

j0KZ
j0KZ
data-ai
open
productivity-tools
0

telegram-integration

Use when user explicitly requests Telegram bot development, Mini App integration, webhook/polling setup, or debugging Telegram-specific issues. Handles Telegraf-based bots, AI chatbot integration via Telegram, and deployment to Railway/Vercel. DO NOT use unless user mentions Telegram work.

imehr
imehr
tools
open
backend
0

model-routing-patterns

Model routing configuration templates and strategies for cost optimization, speed optimization, quality optimization, and intelligent fallback chains. Use when building AI applications with OpenRouter, implementing model routing strategies, optimizing API costs, setting up fallback chains, implementing quality-based routing, or when user mentions model routing, cost optimization, fallback strategies, model selection, intelligent routing, or dynamic model switching.

vanman2024
vanman2024
development
open
productivity-tools
0

google-genai

Comprehensive toolkit for working with Google's Gemini API using the Google GenAI SDK. Use when Claude needs to: (1) Generate, summarize, or analyze text using Gemini models, (2) Process images, audio, or video with multimodal capabilities, (3) Extract structured data using function calling or structured outputs, (4) Implement streaming text generation, (5) Build chat applications with context, or (6) Integrate Gemini API into any project. Includes example scripts, API reference, best practices, and detailed guides for multimodal processing and function calling.

yharuto0917
yharuto0917
tools
open
productivity-tools
0

human-in-the-loop-workflows

Implementing human approval and review workflows for AI systems to ensure quality, safety, and compliance.

AmnadTaowsoam
AmnadTaowsoam
tools
open
llm-ai
0

grpo

Group Relative Policy Optimization for reinforcement learning from human feedback. Covers GRPOTrainer, reward function design, policy optimization, and KL divergence constraints for stable RLHF training. Includes thinking-aware reward patterns.

atrawog
atrawog
data-ai
open
productivity-tools
0

context-advisor

Provides feedback and suggestions for improving AI context files (CLAUDE.md, context.md, commands, agents, references). Use when discussing context engineering, reviewing AI instructions, or optimizing template files for AI coding assistants.

swat9013
swat9013
tools
open
knowledge-base
0

recall-memory

Search and retrieve from memory. Use when user asks about past conversations, "what did we discuss", "find my notes about", "remember when", or needs historical context.

senlima-sun
senlima-sun
documentation
open
productivity-tools
0

bmad-skill

This skill should be used when working with BMAD (BMad-CORE) v6-alpha projects. BMAD is a universal human-AI collaboration platform with specialized modules for software development (BMM), agent building (BMB), creative intelligence (CIS), and project management (BMD). Use this skill to understand agent workflows, command patterns, scale-adaptive methodology, and effective utilization of the four-phase development system.

Zpankz
Zpankz
tools
open
productivity-tools
0

macroflow-network

Orchestrate MacroFlow as a flow network for dynamic AI orchestration.

acornsoft
acornsoft
tools
open
llm-ai
0

microsoft-agent-framework

Expert guidance for building AI agents using Microsoft Agent Framework. Use when creating single agents, multi-agent workflows, chat applications, or integrating tools with LLMs. Covers ChatAgent, tools (@ai_function), orchestration patterns (GroupChat, Sequential, Concurrent, Handoff), memory/state management, observability, and declarative YAML agents. Supports Python and .NET.

EmeaAppGbb
EmeaAppGbb
data-ai
open
productivity-tools
0

gemini-ai

Integrates Gemini AI for content generation. Use when adding AI features, generating project descriptions, implementing rate limiting, or working with geminiService.ts. Includes prompting guidelines and error handling.

jhlee0409
jhlee0409
tools
open
productivity-tools
0

frontier-project

Create new frontier projects that solve unsolved problems in ML/AI tooling. Use when you want to add a genuinely novel project to a playbook or monorepo—not "best practices" collections but real tools for problems that don't have good solutions yet. Triggers on "create new project", "add frontier project", "build something novel", "identify gaps".

ashtonships
ashtonships
tools
open
productivity-tools
0

tri-ai-collaboration

Complete development workflows where Claude writes the code while Gemini and Codex provide research, planning, reviews, and different perspectives. Claude remains the main developer. Use for complex projects requiring expert planning and multi-perspective reviews.

adaptationio
adaptationio
tools
open
system-admin
0

help

Provide help about available routing commands and agent capabilities.

hyper-light
hyper-light
tools
open
productivity-tools
0

restify-conversion

Orchestrate the conversion of Node.js Restify API services to Rust Dropshot API traits. Use this skill when migrating Node.js services to Rust. This orchestrator spawns separate sub-agents for each phase to manage context.

TritonDataCenter
TritonDataCenter
tools
open
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